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Adaptive restart for acc elerated gradient schemes,

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cs.IT 1

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2025 1

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Generalized Orthogonal Approximate Message-Passing for Sublinear Sparsity

cs.IT · 2025-12-03 · unverdicted · novelty 7.0

GOAMP achieves error-free reconstruction of sublinearly sparse signals from linear measurements when the measurement dimension exceeds a threshold matching that of Gaussian AMP, provided the non-zero support avoids a neighborhood of the origin.

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  • Generalized Orthogonal Approximate Message-Passing for Sublinear Sparsity cs.IT · 2025-12-03 · unverdicted · none · ref 70

    GOAMP achieves error-free reconstruction of sublinearly sparse signals from linear measurements when the measurement dimension exceeds a threshold matching that of Gaussian AMP, provided the non-zero support avoids a neighborhood of the origin.